Worked on the ROCm/jax repository to improve the reliability and clarity of the migration process for users transitioning to updated APIs. Focused on Python code refactoring and deprecation handling, implementing a targeted fix that corrected deprecation warning paths for call_p and closed_call_p. This change ensured that users are now directed to the new jax.extend.core.primitives import paths, replacing outdated references and reducing confusion during migration. Updated both documentation and warning messages to reflect the current API structure, aligning with the project’s long-term goals. The work addressed a critical bug, enhancing the overall developer experience and maintaining codebase consistency.